Source Code and Datasets for ECML-PKDD Submission: "LayeredLiNGAM: A Practical and Fast Method for Learning a Linear Non-Gaussian Structural Equation Model"
Data used for linear models and Structural Equation Modeling (SEM). AGB: Aboveground biomass. PSR: Phylogenetic species richness. Species diversity (Fisher's alpha). Elevation: elevation of each plot.
Causal discovery procedures aim to deduce causal relationships among variables in a multivariate dataset. While various methods have been proposed for estimating a single causal model or a single equi
